Changxuan Fan
1 indexed paper
Recent (6 mo)
1With code
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126
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Crypto×1
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2026
Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries
The paper introduces Jargon, a novel adversarial framework that exploits the vulnerability of LLMs to context-specific safety boundary blurring, achieving high attack success rates across multiple frontier models.
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Papers
cs.CRRecentApr 17, 2026
Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries
Ki Sen Hung, Xi Yang, Chang Liu, Haoran Li +6 more
The paper introduces Jargon, a novel adversarial framework that exploits the vulnerability of LLMs to context-specific safety boundary blurring, achieving high attack success rates across multiple fro…
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